User categorization on Pokec-z (test)
70.97AccuracyGAT+FAIRBINN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAT+FAIRBINNBackbone=GAT2024.10 | 70.97 | 77.58 | 0.93 | 0.97 | |
| FAIRGAT2024.10 | 70.1 | 76.5 | 0.5 | 0.8 | |
| FAIRGCN2024.10 | 70 | 76.7 | 0.9 | 1.7 | |
| NT-FAIRGNN2024.10 | 70 | 76.7 | 1 | 1.6 | |
| ALFR-Evariant=E2024.10 | 68 | 74 | 5.8 | 2.8 | |
| DEBIAS-Evariant=E2024.10 | 67.5 | 74.2 | 4.7 | 3 | |
| FCGE2024.10 | 65.9 | 71 | 3.1 | 1.7 | |
| ALFR2024.10 | 65.4 | 71.3 | 2.8 | 1.1 | |
| DEBIAS2024.10 | 65.2 | 71.4 | 1.9 | 1.9 |